Fold 2 - Understanding why coefficient -4025521 was selected
Tag: NOURISHING
Selected Coefficient: -4025521
Taxonomy Path: -76.0.13.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -4025521 | 2.000000 | -76.0.13.8 | -8.13.0.76 (-(8*79^3 + 13*79^2 + 76)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 110858475 | 2.000000 | 66.73.66.66.2 | 2.66.66.73.66 (2*79^4 + 66*79^3 + 66*79^2 + 73*79 + 66) | No |
These are the training products that have the "NOURISHING" tag (processing sequence 2179). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3107 | Green Trading Organic Amla Capsules - 500mg | 110858475 | ORGANIC, HAIR | 114883996 | VITAMIN | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | ORGANIC, ROSE, CRADLE CAP | 4025521 | SLEEP | ||
| 3103 | Global Soap Coffee Scrub Soap | -4025521 | BATHROOM, CLEANSE | 0 | none |